{"company":{"id":172489,"name":"TP ICAP Group","domain":"tpicap.com","url":"https://alion.io/company/tp-icap"},"answer":"TP ICAP Group builds mostly with Python, SQL, C#, JavaScript. Its stack also includes AWS, Kubernetes, MS SQL, MySQL. AWS is named in 46 of the 73 job postings TP ICAP Group published in the last 12 months (63%). Counted by Alion from the job postings of TP ICAP Group, updated Sep 27, 2026.","window_days":365,"postings_analysed":73,"open_postings":58,"technologies_in_use":142,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"AWS","layer":"cloud","postings":46,"share":0.6301,"required":43,"open_postings":39,"first_seen":"2026-02-26","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":34,"share":0.4658,"required":34,"open_postings":31,"first_seen":"2026-02-26","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":24,"share":0.3288,"required":23,"open_postings":19,"first_seen":"2026-03-24","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":20,"share":0.274,"required":20,"open_postings":17,"first_seen":"2026-03-19","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":18,"share":0.2466,"required":18,"open_postings":17,"first_seen":"2026-02-26","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":17,"share":0.2329,"required":15,"open_postings":15,"first_seen":"2026-02-26","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":17,"share":0.2329,"required":15,"open_postings":16,"first_seen":"2026-03-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":15,"share":0.2055,"required":15,"open_postings":13,"first_seen":"2026-03-24","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":13,"share":0.1781,"required":13,"open_postings":13,"first_seen":"2026-03-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":13,"share":0.1781,"required":13,"open_postings":12,"first_seen":"2026-03-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":13,"share":0.1781,"required":12,"open_postings":13,"first_seen":"2026-03-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":12,"share":0.1644,"required":12,"open_postings":11,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":11,"share":0.1507,"required":11,"open_postings":10,"first_seen":"2026-03-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":11,"share":0.1507,"required":11,"open_postings":9,"first_seen":"2026-02-26","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":11,"share":0.1507,"required":10,"open_postings":10,"first_seen":"2026-05-15","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":11,"share":0.1507,"required":10,"open_postings":9,"first_seen":"2026-03-19","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":10,"share":0.137,"required":10,"open_postings":8,"first_seen":"2026-02-26","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":10,"share":0.137,"required":10,"open_postings":10,"first_seen":"2026-03-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":10,"share":0.137,"required":10,"open_postings":9,"first_seen":"2026-03-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":10,"share":0.137,"required":9,"open_postings":7,"first_seen":"2026-03-19","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":9,"share":0.1233,"required":8,"open_postings":8,"first_seen":"2026-06-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":8,"share":0.1096,"required":7,"open_postings":5,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":7,"share":0.0959,"required":7,"open_postings":6,"first_seen":"2026-06-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":7,"share":0.0959,"required":7,"open_postings":5,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":6,"share":0.0822,"required":6,"open_postings":6,"first_seen":"2026-05-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":6,"share":0.0822,"required":6,"open_postings":5,"first_seen":"2026-03-24","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":6,"share":0.0822,"required":6,"open_postings":6,"first_seen":"2026-02-26","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":6,"share":0.0822,"required":6,"open_postings":6,"first_seen":"2026-02-26","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":6,"share":0.0822,"required":6,"open_postings":5,"first_seen":"2026-07-01","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":6,"share":0.0822,"required":5,"open_postings":6,"first_seen":"2026-03-19","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":6,"share":0.0822,"required":5,"open_postings":6,"first_seen":"2026-03-24","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":5,"share":0.0685,"required":5,"open_postings":4,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":5,"share":0.0685,"required":5,"open_postings":5,"first_seen":"2026-05-14","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":5,"share":0.0685,"required":5,"open_postings":4,"first_seen":"2026-05-15","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":5,"share":0.0685,"required":5,"open_postings":5,"first_seen":"2026-03-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":5,"share":0.0685,"required":5,"open_postings":4,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":5,"share":0.0685,"required":4,"open_postings":5,"first_seen":"2026-02-26","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":5,"share":0.0685,"required":4,"open_postings":2,"first_seen":"2026-05-22","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":4,"share":0.0548,"required":4,"open_postings":4,"first_seen":"2026-08-11","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":4,"share":0.0548,"required":4,"open_postings":4,"first_seen":"2026-03-19","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":4,"share":0.0548,"required":4,"open_postings":4,"first_seen":"2026-06-19","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Cucumber","layer":"frameworks","postings":4,"share":0.0548,"required":4,"open_postings":4,"first_seen":"2026-03-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":4,"share":0.0548,"required":4,"open_postings":3,"first_seen":"2026-03-24","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":4,"share":0.0548,"required":4,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":4,"share":0.0548,"required":4,"open_postings":3,"first_seen":"2026-06-24","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Redux","layer":"frameworks","postings":4,"share":0.0548,"required":4,"open_postings":3,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Tailwind CSS","layer":"frameworks","postings":4,"share":0.0548,"required":4,"open_postings":3,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":4,"share":0.0548,"required":3,"open_postings":3,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":2,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS Fargate","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":2,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-03-24","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0411,"required":3,"open_postings":2,"first_seen":"2026-07-23","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.0411,"required":3,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-05-06","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"Groovy","layer":"languages","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-05-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-05-06","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"React Query","layer":"frameworks","postings":3,"share":0.0411,"required":3,"open_postings":2,"first_seen":"2026-03-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-06-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-05-15","last_seen":"2026-05-15","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-03-19","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":3,"share":0.0411,"required":3,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Ubuntu","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-03-24","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":3,"share":0.0411,"required":3,"open_postings":3,"first_seen":"2026-05-14","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":3,"share":0.0411,"required":2,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":3,"share":0.0411,"required":2,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":3,"share":0.0411,"required":2,"open_postings":2,"first_seen":"2026-08-10","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-09-07","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-09","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"AWS Step Functions","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Alation","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Amazon EventBridge","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-05-14","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"BrowserStack","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":2,"share":0.0274,"required":2,"open_postings":0,"first_seen":"2026-07-28","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-03-24","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Composer","layer":"tools","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-03-24","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-06-03","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Dependency Injection","layer":"practices","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-03-19","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Drupal","layer":"tools","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Hazelcast","layer":"frameworks","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-03-19","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-03-19","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-06-03","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.0274,"required":2,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"QlikSense","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-05-14","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-08-08","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-06-03","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.0274,"required":2,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Alteryx","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Core Data","layer":"data","postings":1,"share":0.0137,"required":1,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.0137,"required":1,"open_postings":0,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Electron","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-03-24","last_seen":"2026-03-24","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Kong","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"LCM","layer":"ai","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"MQTT","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"MariaDB","layer":"data","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Next.js","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0137,"required":1,"open_postings":0,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"State Management","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-05-14","last_seen":"2026-05-14","median_stated_pay_usd":null},{"name":"TeamCity","layer":"cloud","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-05-14","last_seen":"2026-05-14","median_stated_pay_usd":null},{"name":"WPF","layer":"frameworks","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Web Components","layer":"practices","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"WordPress","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"k6","layer":"tools","postings":1,"share":0.0137,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Prisma Cloud","layer":"cloud","postings":1,"share":0.0137,"required":0,"open_postings":1,"first_seen":"2026-03-24","last_seen":"2026-03-24","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":1,"share":0.0137,"required":0,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Stable Diffusion","layer":"ai","postings":1,"share":0.0137,"required":0,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Vercel","layer":"cloud","postings":1,"share":0.0137,"required":0,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"AI Agents","first_seen":"2026-09-07"},{"name":"TCP/IP","first_seen":"2026-09-02"},{"name":"Claude","first_seen":"2026-08-12"},{"name":"AWS Bedrock","first_seen":"2026-08-11"},{"name":"Prompt Engineering","first_seen":"2026-08-11"},{"name":"PHP","first_seen":"2026-08-10"},{"name":"BrowserStack","first_seen":"2026-08-10"},{"name":"Composer","first_seen":"2026-08-10"}],"rising":[{"name":"Python","share_from":18,"share_to":38},{"name":"Terraform","share_from":0,"share_to":17},{"name":"Microsoft Excel","share_from":0,"share_to":12},{"name":"SQL","share_from":18,"share_to":29},{"name":"PowerShell","share_from":6,"share_to":15},{"name":"Windows","share_from":6,"share_to":15},{"name":"AWS Lambda","share_from":0,"share_to":8},{"name":"Prometheus","share_from":0,"share_to":8}],"falling":[{"name":"CI/CD","share_from":65,"share_to":37},{"name":"Java","share_from":35,"share_to":12},{"name":"Jenkins","share_from":29,"share_to":6},{"name":"Cucumber","share_from":18,"share_to":0},{"name":"Splunk","share_from":18,"share_to":0},{"name":"Incident Management","share_from":29,"share_to":12},{"name":"C#","share_from":35,"share_to":21},{"name":"C++","share_from":18,"share_to":4}],"not_seen_180d":[]},"similar_stacks":[{"name":"Amtech Software","url":"https://alion.io/company/amtechsoftware/technologies","shared_technologies":92},{"name":"Exadel","url":"https://alion.io/company/exadel-3/technologies","shared_technologies":96},{"name":"Travelers","url":"https://alion.io/company/travelers/technologies","shared_technologies":88},{"name":"HealthEdge","url":"https://alion.io/company/healthedge/technologies","shared_technologies":96},{"name":"Kaseya","url":"https://alion.io/company/kaseya/technologies","shared_technologies":97},{"name":"Cox Communications","url":"https://alion.io/company/cox/technologies","shared_technologies":97},{"name":"Nasdaq","url":"https://alion.io/company/nasdaq/technologies","shared_technologies":94},{"name":"Invesco","url":"https://alion.io/company/invesco/technologies","shared_technologies":92}],"html_url":"https://alion.io/company/tp-icap/technologies","json_url":"https://alion.io/company/tp-icap/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T01:01:18Z","generated_at":"2026-09-27T14:00:44Z"}}